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Maker
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My team and I built a trading bot that uses Ranked Ensemble Learning to trade securities. Since going live 3 weeks ago, it is over 11% upside outperforming all major benchmarks. The bot has been pretrained using 24 years worth of data from Intrinio for a little less than 2 years on 1d and 1m tick. It uses indicators from TA-lib and ranks them according to how they have performed with slight bias towards recent trends to make the bot reactive to current market conditions.
What separates this trading bot with others is that it has the ability to train and trade at the same time due to training being implemented multithreaded. Currently, multiple sentiment indicators are also being built to be ranked in combination with the TA-Lib indicators.
It's easy to use and customizable in accordance to people' risk tolerance.
The website shows what trades the pretrained bot has made, its current holdings, and the rankings of all the indicators, as well as the option to test what the sentiment of a ticker is for the pretrained bot. Each indicator is ranked based on successful trade to failed trade ratio as well as its own portfolio balance. Please reach out if you're interested in collaborating either on the AI side or the sentiment indicators side or if you're just interested.
Thank you,
YL
